# Fraudlogix: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/fraudlogix

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Click fraud protection](https://www.gane.ai/index/gtm/marketing/click-fraud-protection/index.md) | 0% | 19 | 20% | 5 |

## What the models said for it

- "Look for enterprise-grade security tools (like CHEQ/PPC Protect or Fraudlogix) that focus on bot detection via behavioral analysis, server-side tracking, and invalid placement exclusions" (Gemini 3.5 Flash, Click fraud protection)
- "Fraudlogix: Strong API-based detection for bots and proxies." (Qwen 3.7 Flash, Click fraud protection)

## And against it

- "Fraudlogix – Starting at $2,500/month, which may be steep for mid-market" (Kimi K2, Click fraud protection)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 0 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Fraudlogix, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- trafficguard.ai: 6
- clickcease.com: 4
- fraudblocker.com: 4
- fraudlogix.com: 4 (its own site)
- g2.com: 4
- sourceforge.net: 4
- capterra.com: 3
- github.com: 3
- lunio.ai: 3
- spotsaas.com: 3

### Pages cited

- https://clickcease.com/: 3
- https://trafficguard.ai/: 3
- https://capterra.com.au/directory/31327/click-fraud/software: 2
- https://capterra.com/p/156209/CHEQ-Essentials/reviews: 2
- https://capterra.ie/directory/31327/click-fraud/software: 2
- https://fraudblocker.com/invalid-clicks: 2
- https://fraudlogix.com/ad-fraud: 2
- https://github.com/JoinDataCops/best-google-ads-fraud-protection: 2

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.